Radiologists, billing, transcription — the slow but real shift.
Healthcare moves slower (regulation + liability) but the data work is already eaten. The clinical relationship is durable; the paperwork is not.
Medical Transcriptionist
90/100 — Very high
Speech-to-text + medical NER are near-perfect now.
Medical Coder/Biller
80/100 — Very high
Structured-data classification — model-friendly.
Radiologist (Junior)
50/100 — Medium
Image classification for common scans; final read still human.
Hospital Scheduler
75/100 — High
Calendar + constraint optimization.
Pharmacist (Retail Dispensing)
35/100 — Low
Automation of dispensing but liability + counseling remains.
Surgeon
10/100 — Very low
Manual skill + judgment under pressure are durable.
Therapist / Psychiatrist
25/100 — Low
Some AI competition but human trust is the product.